Abstract: Naive Bayes algorithm is an effective simple classification algorithm. Since its conditional independence as sumption is not always true in real life, its classification performance is affected to some extent. Weighted naive Bayes （simply WNB） is an exten

Key words: Native hayes, Weighted naive bayes, Rough set, Weightiness of attribute, Classification